Demystifying Prediction-Powered Inference
Machine learning predictions are increasingly used to supplement incomplete or costly-to-measure outcomes in fields such as biomedical research, environmental science, and social science. However, treating predictions as ground truth introduces bias while ignoring them wastes valuable information. Prediction-Powered In...
Yilin Song, Dan M. Kluger, Harsh Parikh et al.
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